Triple

T14343730
Position Surface form Disambiguated ID Type / Status
Subject java.text E355661 entity
Predicate relatedTo P37 FINISHED
Object java.math.BigDecimal
java.math.BigDecimal is a Java class that provides immutable, arbitrary-precision signed decimal numbers suitable for high-accuracy financial and mathematical calculations.
E1094416 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: java.math.BigDecimal | Statement: [java.text, relatedTo, java.math.BigDecimal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: java.math.BigDecimal
Context triple: [java.text, relatedTo, java.math.BigDecimal]
  • A. java.text
    java.text is a Java standard library package that provides classes and interfaces for formatting and parsing text, dates, numbers, and messages in a locale-sensitive manner.
  • B. java.util
    java.util is a core Java standard library package that provides fundamental utility classes such as collections, date and time utilities, random number generators, and other commonly used helper functionality.
  • C. IEEE 754 floating‑point arithmetic standard
    The IEEE 754 floating‑point arithmetic standard is the globally adopted specification that defines formats and rules for representing and performing binary and decimal floating‑point calculations in computer systems.
  • D. JavaBeans
    JavaBeans is a reusable software component model for the Java platform that defines conventions for building modular, configurable Java classes, often used in visual development environments.
  • E. java.sql
    java.sql is a core Java SE package that provides the standard APIs for accessing and manipulating relational databases using SQL.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: java.math.BigDecimal
Triple: [java.text, relatedTo, java.math.BigDecimal]
Generated description
java.math.BigDecimal is a Java class that provides immutable, arbitrary-precision signed decimal numbers suitable for high-accuracy financial and mathematical calculations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: java.math.BigDecimal
Target entity description: java.math.BigDecimal is a Java class that provides immutable, arbitrary-precision signed decimal numbers suitable for high-accuracy financial and mathematical calculations.
  • A. java.text
    java.text is a Java standard library package that provides classes and interfaces for formatting and parsing text, dates, numbers, and messages in a locale-sensitive manner.
  • B. java.util
    java.util is a core Java standard library package that provides fundamental utility classes such as collections, date and time utilities, random number generators, and other commonly used helper functionality.
  • C. IEEE 754 floating‑point arithmetic standard
    The IEEE 754 floating‑point arithmetic standard is the globally adopted specification that defines formats and rules for representing and performing binary and decimal floating‑point calculations in computer systems.
  • D. JavaBeans
    JavaBeans is a reusable software component model for the Java platform that defines conventions for building modular, configurable Java classes, often used in visual development environments.
  • E. java.sql
    java.sql is a core Java SE package that provides the standard APIs for accessing and manipulating relational databases using SQL.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e89ed9c8190acdb647ee618e919 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469d899081909103563f209dd944 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47fa764c8190b1d691f5847b7a05 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd492226888190a014b23e506ab19c completed May 8, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:14 a.m.